Guoyan Zheng

According to our database1, Guoyan Zheng authored at least 198 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
MAIRNet: weakly supervised anatomy-aware multimodal articulated image registration network.
Int. J. Comput. Assist. Radiol. Surg., March, 2024

SMILE: Siamese Multi-scale Interactive-representation LEarning for Hierarchical Diffeomorphic Deformable image registration.
Comput. Medical Imaging Graph., January, 2024

2023
Nonlinear regression of remaining surgery duration from videos via Bayesian LSTM-based deep negative correlation learning.
Comput. Medical Imaging Graph., December, 2023

LAST: LAtent Space-Constrained Transformers for Automatic Surgical Phase Recognition and Tool Presence Detection.
IEEE Trans. Medical Imaging, November, 2023

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Medical Image Anal., October, 2023

EDRL: Entropy-guided disentangled representation learning for unsupervised domain adaptation in semantic segmentation.
Comput. Methods Programs Biomed., October, 2023

ARST: auto-regressive surgical transformer for phase recognition from laparoscopic videos.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023

CVCL: Context-aware Voxel-wise Contrastive Learning for label-efficient multi-organ segmentation.
Comput. Biol. Medicine, June, 2023

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
Medical Image Anal., May, 2023

C<sup>3</sup>PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation.
CoRR, 2023

LatentPCN: latent space-constrained point cloud network for reconstruction of 3D patient-specific bone surface models from calibrated biplanar X-ray images.
Int. J. Comput. Assist. Radiol. Surg., 2023

FedContrast-GPA: Heterogeneous Federated Optimization via Local Contrastive Learning and Global Process-Aware Aggregation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Partially Supervised Multi-organ Segmentation via Affinity-Aware Consistency Learning and Cross Site Feature Alignment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

CT-Guided, Unsupervised Super-Resolution Reconstruction of Single 3D Magnetic Resonance Image.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
MCG-Net: End-to-End Fine-Grained Delineation and Diagnostic Classification of Cardiac Events From Magnetocardiographs.
IEEE J. Biomed. Health Informatics, 2022

Handling Imbalanced Data: Uncertainty-Guided Virtual Adversarial Training With Batch Nuclear-Norm Optimization for Semi-Supervised Medical Image Classification.
IEEE J. Biomed. Health Informatics, 2022

A Novel Point Set Registration-Based Hand-Eye Calibration Method for Robot-Assisted Surgery.
Sensors, 2022

Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy.
Sensors, 2022

Towards bridging the distribution gap: Instance to Prototype Earth Mover's Distance for distribution alignment.
Medical Image Anal., 2022

CyCMIS: Cycle-consistent Cross-domain Medical Image Segmentation via diverse image augmentation.
Medical Image Anal., 2022

Spine-transformers: Vertebra labeling and segmentation in arbitrary field-of-view spine CTs via 3D transformers.
Medical Image Anal., 2022

KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation.
CoRR, 2022

ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion.
CoRR, 2022

Entropy and distance maps-guided segmentation of articular cartilage: data from the Osteoarthritis Initiative.
Int. J. Comput. Assist. Radiol. Surg., 2022

Deep learning-based 2D/3D registration of an atlas to biplanar X-ray images.
Int. J. Comput. Assist. Radiol. Surg., 2022

Joint Lymphoma Lesion Segmentation and Prognosis Prediction From Baseline FDG-PET Images via Multitask Convolutional Neural Networks.
IEEE Access, 2022

Nonlinear Regression of Remaining Surgical Duration via Bayesian LSTM-Based Deep Negative Correlation Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Few-shot Medical Image Segmentation Regularized with Self-reference and Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

UASSR: Unsupervised Arbitrary Scale Super-Resolution Reconstruction of Single Anisotropic 3D Images via Disentangled Representation Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Context-Aware Voxel-Wise Contrastive Learning for Label Efficient Multi-organ Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

BIDMIR: Bi-Directional Medical Image Registration with Symmetric Attention and Cyclic Consistency Regularization.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Guest Editorial Multi-Modal Computing for Biomedical Intelligence Systems.
IEEE J. Biomed. Health Informatics, 2021

A Projector-Based Augmented Reality Navigation System for Computer-Assisted Surgery.
Sensors, 2021

Correction to "Nonlinear Regression via Deep Negative Correlation Learning".
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Nonlinear Regression via Deep Negative Correlation Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Semantic Consistent Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Unsupervised Cross-modality Cardiac Image Segmentation via Disentangled Representation Learning and Consistency Regularization.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Spine-Transformers: Vertebra Detection and Localization in Arbitrary Field-of-View Spine CT with Transformers.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Frequency-Supervised MR-to-CT Image Synthesis.
Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021

Semi-supervised Learning Regularized by Adversarial Perturbation and Diversity Maximization.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Disentangled Representation Learning For Deep MR To CT Synthesis Using Unpaired Data.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2D/3D Registration with a Statistical Deformation Model Prior Using Deep Learning.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

DeepASDM: a Deep Learning Framework for Affine and Deformable Image Registration Incorporating a Statistical Deformation Model.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation.
CoRR, 2020

Entropy Guided Unsupervised Domain Adaptation for Cross-Center Hip Cartilage Segmentation from MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.
IEEE Trans. Medical Imaging, 2019

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.
IEEE Trans. Medical Imaging, 2019

Holistic decomposition convolution for effective semantic segmentation of medical volume images.
Medical Image Anal., 2019

Robust Regression via Deep Negative Correlation Learning.
CoRR, 2019

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.
CoRR, 2019

Segmentation of the proximal femur in radial MR scans using a random forest classifier and deformable model registration.
Int. J. Comput. Assist. Radiol. Surg., 2019

Hybrid Generative Adversarial Networks for Deep MR to CT Synthesis Using Unpaired Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

3D Tiled Convolution for Effective Segmentation of Volumetric Medical Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

A Deep Learning Approach to Horse Bone Segmentation from Digitally Reconstructed Radiographs.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

2018
3D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images.
Medical Image Anal., 2018

Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images.
CoRR, 2018

Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions.
CoRR, 2018

A novel technology for 3D knee prosthesis planning and treatment evaluation using 2D X-ray radiographs: a clinical evaluation.
Int. J. Comput. Assist. Radiol. Surg., 2018

Augmented marker tracking for peri-acetabular osteotomy surgery.
Int. J. Comput. Assist. Radiol. Surg., 2018

Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications.
Int. J. Comput. Assist. Radiol. Surg., 2018

Deep Volumetric Shape Learning for Semantic Segmentation of the Hip Joint from 3D MR Images.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2018

Latent3DU-net: Multi-level Latent Shape Space Constrained 3D U-net for Automatic Segmentation of the Proximal Femur from Radial MRI of the Hip.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Evaluation and Comparison of Automatic Intervertebral Disc Localization and Segmentation methods with 3D Multi-modality MR Images: A Grand Challenge.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2018

Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for Whole Heart Segmentation from 3D MR Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018


Fully Automatic Planning of Total Shoulder Arthroplasty Without Segmentation: A Deep Learning Based Approach.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2018

Automated Recognition of Erector Spinae Muscles and Their Skeletal Attachment Region via Deep Learning in Torso CT Images.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2018

Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mixup.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2018

Multi-stream 3D FCN with multi-scale deep supervision for multi-modality isointense infant brain MR image segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Fully automatic segmentation of lumbar vertebrae from CT images using cascaded 3D fully convolutional networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Multi-scale Fully Convolutional DenseNets for Automated Skin Lesion Segmentation in Dermoscopy Images.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Affinely Registered Multi-object Atlases as Shape Prior for Grid Cut Segmentation of Lumbar Vertebrae from CT Images.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Crowd Counting With Deep Negative Correlation Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Non-rigid free-form 2D-3D registration using a B-spline-based statistical deformation model.
Pattern Recognit., 2017

Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge.
Medical Image Anal., 2017

Multi-atlas pancreas segmentation: Atlas selection based on vessel structure.
Medical Image Anal., 2017

A software program to measure the three-dimensional length of the spine from radiographic images: Validation and reliability assessment for adolescent idiopathic scoliosis.
Comput. Methods Programs Biomed., 2017

DSMS-FCN: A Deeply Supervised Multi-scale Fully Convolutional Network for Automatic Segmentation of Intervertebral Disc in 3D MR Images.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2017

3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Atlas-Based 3D Intensity Volume Reconstruction of Musculoskeletal Structures in the Lower Extremity from 2D Calibrated X-Ray Images.
Proceedings of the Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound, 2017

Automatic Localization of the Lumbar Vertebral Landmarks in CT Images with Context Features.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2017

2016
Constrained Statistical Modelling of Knee Flexion From Multi-Pose Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging, 2016

Gaussian mixture models based 2D-3D registration of bone shapes for orthopedic surgery planning.
Medical Biol. Eng. Comput., 2016

Fully automatic reconstruction of personalized 3D volumes of the proximal femur from 2D X-ray images.
Int. J. Comput. Assist. Radiol. Surg., 2016

Fluoroscopy-based tracking of femoral kinematics with statistical shape models.
Int. J. Comput. Assist. Radiol. Surg., 2016

Radiographic reconstruction of lower-extremity bone fragments: a first trial.
Int. J. Comput. Assist. Radiol. Surg., 2016

A cost-effective surgical navigation solution for periacetabular osteotomy (PAO) surgery.
Int. J. Comput. Assist. Radiol. Surg., 2016

Fully Automatic Localization and Segmentation of Intervertebral Disc from 3D Multi-modality MR Images by Regression Forest and CNN.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016

Automated Intervertebral Disc Segmentation Using Deep Convolutional Neural Networks.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016

Patient-Specific 3D Reconstruction of a Complete Lower Extremity from 2D X-rays.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

Atlas-Based Reconstruction of 3D Volumes of a Lower Extremity from 2D Calibrated X-ray Images.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

A Cost-Effective Navigation System for Peri-acetabular Osteotomy Surgery.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

Statistical shape modeling of compound musculoskeletal structures around the thigh region.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Computer Assisted Planning, Simulation and Navigation of Periacetabular Osteotomy.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016

Automated Facial Nerve Segmentation: A Validation Study.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016

2015
Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge.
IEEE Trans. Medical Imaging, 2015

Localization and Segmentation of 3D Intervertebral Discs in MR Images by Data Driven Estimation.
IEEE Trans. Medical Imaging, 2015

Cup Implant Planning Based on 2-D/3-D Radiographic Pelvis Reconstruction - First Clinical Results.
IEEE Trans. Biomed. Eng., 2015

MASCG: Multi-Atlas Segmentation Constrained Graph method for accurate segmentation of hip CT images.
Medical Image Anal., 2015

Ruler Based Automatic C-Arm Image Stitching Without Overlapping Constraint.
J. Digit. Imaging, 2015

Medical image computing in diagnosis and intervention of spinal diseases.
Comput. Medical Imaging Graph., 2015

Personalized x-ray reconstruction of the proximal femur via a non-rigid 2D-3D registration.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Non-rigid Free-Form 2D-3D Registration Using Statistical Deformation Model.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Localization and Segmentation of 3D Intervertebral Discs from MR Images via a Learning Based Method: A Validation Framework.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2015

2D-3D regularized deformable b-spline registration: Application to the proximal femur.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Automatic X-ray landmark detection and shape segmentation via data-driven joint estimation of image displacements.
Medical Image Anal., 2014

Fully automatic segmentation of AP pelvis X-rays via random forest regression with efficient feature selection and hierarchical sparse shape composition.
Comput. Vis. Image Underst., 2014

Statistical model-based segmentation of the proximal femur in digital antero-posterior (AP) pelvic radiographs.
Int. J. Comput. Assist. Radiol. Surg., 2014

Personalized X-ray Reconstruction of the Proximal Femur via a New Control Point-based 2D-3D Registration and Residual Complexity Minimization.
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2014

Computer Assisted Planning and Navigation of Periacetabular Osteotomy with Range of Motion Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Fully Automatic CT Segmentation for Computer-Assisted Pre-operative Planning of Hip Arthroscopy.
Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014

3D Intervertebral Disc Localization and Segmentation from MR Images by Data-Driven Regression and Classification.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Preliminary Study on Finite Element Simulation for Optimizing Acetabulum Reorientation after Periacetabular Osteotomy.
Proceedings of the Biomedical Simulation - 6th International Symposium, 2014

Articulated Statistical Shape Model-Based 2D-3D Reconstruction of a Hip Joint.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

Fully Automatic Segmentation of Hip CT Images via Random Forest Regression-Based Atlas Selection and Optimal Graph Search-Based Surface Detection.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Fully Automatic X-Ray Image Segmentation via Joint Estimation of Image Displacements.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

3D volumetric intensity reconsturction from 2D x-ray images using partial least squares regression.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Robust Proximal Femur Segmentation in Conventional X-Ray Images via Random Forest Regression on Multi-resolution Gradient Features.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

2D-3D reconstruction-based implant migration measurement.
Proceedings of the 12. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2013

Cadaveric validation of a novel planning and navigation system for peri-acetabular osteotomy (PAO).
Proceedings of the 12. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2013

Expectation Conditional Maximization-Based Deformable Shape Registration.
Proceedings of the Computer Analysis of Images and Patterns, 2013

Fully Automatic Segmentation of AP Pelvis X-rays via Random Forest Regression and Hierarchical Sparse Shape Composition.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Compensation of Sound Speed Deviations in 3-D B-Mode Ultrasound for Intraoperative Determination of the Anterior Pelvic Plane.
IEEE Trans. Inf. Technol. Biomed., 2012

Validation of a statistical shape model-based 2D/3D reconstruction method for determination of cup orientation after THA.
Int. J. Comput. Assist. Radiol. Surg., 2012

Finding Deformable Shapes by Correspondence-Free Instantiation and Registration of Statistical Shape Models.
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Calibration of C-arm for orthopedic interventions via statistical model-based distortion correction and robust phantom detection.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A Hierarchical Strategy for Reconstruction of 3D Acetabular Surface Models from 2D Calibrated X-Ray Images.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012

Evaluation of 3D correspondence methods for building point distribution models of the kidney.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011
Scaled, patient-specific 3D vertebral model reconstruction based on 2D lateral fluoroscopy.
Int. J. Comput. Assist. Radiol. Surg., 2011

Personalized X-Ray Reconstruction of the Proximal Femur via Intensity-Based Non-rigid 2D-3D Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Kernel density correlation based non-rigid point set matching for statistical model-based 2D/3D reconstruction.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

PS-GANS: A Patient-Specific, Gravity Assisted Navigation System for Acetabular Cup Placement.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011

ECM versus ICP for point registration.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

3D Model-based Reconstruction of the Proximal Femur from Low-dose Biplanar X-Ray Images.
Proceedings of the British Machine Vision Conference, 2011

2010
Assessing the Accuracy Factors in the Determination of Postoperative Acetabular Cup Orientation Using Hybrid 2D-3D Registration.
J. Digit. Imaging, 2010

Effective incorporating spatial information in a mutual information based 3D-2D registration of a CT volume to X-ray images.
Comput. Medical Imaging Graph., 2010

Computer assisted determination of acetabular cup orientation using 2D-3D image registration.
Int. J. Comput. Assist. Radiol. Surg., 2010

An integrated approach for reconstructing a surface model of the proximal femur from sparse input data and a multi-resolution point distribution model: an in vitro study.
Int. J. Comput. Assist. Radiol. Surg., 2010

Automated Intervertebral Disc Detection from Low Resolution, Sparse MRI Images for the Planning of Scan Geometries.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Determination of Pelvic Orientation from Ultrasound Images Using Patch-SSMs and a Hierarchical Speed of Sound Compensation Strategy.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2010

Automated Vertebra Identification from X-Ray Images.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

An Accuracy Approach to Robotic Microsurgery in the Ear.
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010

2009
A novel parameter decomposition based optimization approach for automatic pose estimation of distal locking holes from single calibrated fluoroscopic image.
Pattern Recognit. Lett., 2009

A 2D/3D correspondence building method for reconstruction of a patient-specific 3D bone surface model using point distribution models and calibrated X-ray images.
Medical Image Anal., 2009

Matching Parameterized Shapes by Nonparametric Belief Propagation.
Int. J. Pattern Recognit. Artif. Intell., 2009

Automatic extraction of proximal femur contours from calibrated X-ray images: a Bayesian inference approach.
Int. J. Funct. Informatics Pers. Medicine, 2009

HipMatch: An object-oriented cross-platform program for accurate determination of cup orientation using 2D-3D registration of single standard X-ray radiograph and a CT volume.
Comput. Methods Programs Biomed., 2009

A System for 3-D Reconstruction of A Patient-Specific Surface Model from Calibrated X-ray Images.
Proceedings of the Medicine Meets Virtual Reality 17 - NextMed: Design for/the Well Being, 2009

Statistically Deformable 2D/3D Registration for Accurate Determination of Post-operative Cup Orientation from Single Standard X-ray Radiograph.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Development of a miniature robot for hearing aid implantation.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Statistical Deformable Model-Based Reconstruction of a Patient-Specific Surface Model from Single Standard X-ray Radiograph.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
A Robust and Accurate Two-Stage Approach for Automatic Recovery of Distal Locking Holes in Computer-Assisted IntramedullaryNailing of Femoral Shaft Fractures.
IEEE Trans. Medical Imaging, 2008

Automatic Mutual Nonrigid Registration of Dense Surfaces by Graphical Model Based Inference.
Proceedings of the Structural, 2008

Effective Incorporation of Spatial Information in a Mutual Information Based 3D-2D Registration of a CT Volume to X-Ray Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Automatic Extraction of Proximal Femur Contours from Calibrated X-Ray Images Using 3D Statistical Models.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

An Integrated Approach for Reconstructing a Surface Model of the Proximal Femur from Sparse Input Data and a Multi-Level Point Distribution Model.
Proceedings of the Biomedical Simulation, 4th International Symposium, 2008

Automatic extraction of femur contours from calibrated x-ray images: A Bayesian inference approach.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Robust intensity-based 3D-2D registration of ct and X-ray images for precise estimation of cup alignment after total hip arthroplasty.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Accurate and Robust Reconstruction of a Surface Model of the Proximal Femur From Sparse-Point Data and a Dense-Point Distribution Model for Surgical Navigation.
IEEE Trans. Biomed. Eng., 2007

Statistical deformable bone models for robust 3D surface extrapolation from sparse data.
Medical Image Anal., 2007

Automatic Extraction of Femur Contours from Calibrated X-Ray Images using Statistical Information.
J. Multim., 2007

Hip<sup>2</sup>Norm: An object-oriented cross-platform program for 3D analysis of hip joint morphology using 2D pelvic radiographs.
Comput. Methods Programs Biomed., 2007

Automated detection and segmentation of cylindrical fragments from calibrated C-arm images for long bone fracture reduction.
Comput. Methods Programs Biomed., 2007

Automatic Extraction of Femur Contours from Calibrated Fluoroscopic Images.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Precise approach for recovering poses of distal locking holes from single calibrated X-ray image for computer-assisted intramedullary nailing of femoral shaft fractures.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

A Novel Parameter Decomposition Approach for Recovering Poses of Distal Locking Holes from Single Calibrated Fluoroscopic Image.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

A robust and accurate approach for reconstruction of patient-specific 3D bone models from sparse point sets.
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007

Non-photorealistic rendering of virtual implant models for computer-assisted fluoroscopy-based surgical procedures.
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007

Hardware accelerated ray cast of volume data and volume gradient for an optimized splines-based multi-resolution 2D-3D registration.
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007

Precise Estimation of Postoperative Cup Alignment from Single Standard X-Ray Radiograph with Gonadal Shielding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Unsupervised Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated Fluoroscopic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Precise Pose Recovery of Distal Locking Holes From Single Calibrated Fluoroscopic Image via a Novel Variable Decomposition Approach.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Automatic Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated X-Ray Images Via Bayesian Filters.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007

An Integrated Approach for Reconstructing Surface Models of the Proximal Femur from Sparse Input Data for Surgical Navigation.
Proceedings of the Digital Human Modeling, 2007

Unifying Energy Minimization and Mutual Information Maximization for Robust 2D/3D Registration of X-Ray and CT Images.
Proceedings of the Pattern Recognition, 2007

Incorporating Spatial Information into 3D-2D Image Registration.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

Particle Filter Based Automatic Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated X-Ray Images for Surgical Navigation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
An Optimized Spline-Based Registration of a 3D CT to a Set of C-Arm Images.
Int. J. Biomed. Imaging, 2006

Point Similarity Measures Based on MRF Modeling of Difference Images for Spline-Based 2D-3D Rigid Registration of X-Ray Fluoroscopy to CT Images.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

A Novel 3D/2D Correspondence Building Method for Anatomy-Based Registration.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

RANSAC-based EM algorithm for robust detection and segmentation of cylindrical fragments from calibrated C-arm images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

An optimal three-stage method for anatomical shape reconstruction from sparse information using a dense surface point distribution model.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Computerized fluoroscopy with zero-dose image updates for minimally invasive femoral diaphyseal fracture reduction.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Reconstruction of Patient-Specific 3D Bone Surface from 2D Calibrated Fluoroscopic Images and Point Distribution Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Automatic Pose Recovery of the Distal Locking Holes from Single Calibrated Fluoroscopic Image for Computer-Assisted Intramedullary Nailing of Femoral Shaft Fractures.
Proceedings of the Medical Imaging and Augmented Reality, 2006

Robust and Accurate Reconstruction of Patient-Specific 3D Surface Models from Sparse Point Sets: A Sequential Three-Stage Trimmed Optimization Approach.
Proceedings of the Medical Imaging and Augmented Reality, 2006

Finding Deformable Shapes by Point Set Matching Through Nonparametric Belief Propagation.
Proceedings of the Medical Imaging and Augmented Reality, 2006

A class of novel point similarity measures based on MAP-MRF framework for 2D-3D registration of X-ray fluoroscopy to CT images.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

A Unifying MAP-MRF Framework for Deriving New Point Similarity Measures for Intensity-based 2D-3D Registration.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Computational Framework for Automatic Determination of Morphological Parameters of Proximal Femur from Intraoperative Fluoroscopic Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Reconstruction of Patient-Specific 3D Bone Model from Biplanar X-Ray Images and Point Distribution Models.
Proceedings of the International Conference on Image Processing, 2006

Fully Automatic Determination of Morphological Parameters of Proximal Femur from Calibrated Fluoroscopic Images Through Particle Filtering.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Determining Geometrical Parameters by Particle Filter for Automatic Reconstruction of Surface Model of Proximal Femur from Biplanar Calibrated Fluoroscopic Images.
Proceedings of the Ninth International Conference on Control, 2006

Surface Reconstruction of Bone from X-ray Images and Point Distribution Model Incorporating a Novel Method for 2D-3D Correspondence.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Use of a Dense Surface Point Distribution Model in a Three-Stage Anatomical Shape Reconstruction from Sparse Information for Computer Assisted Orthopaedic Surgery: A Preliminary Study.
Proceedings of the Computer Vision, 2006

2004
A CT-Free Intraoperative Planning and Navigation System for High Tibial Dome Osteotomy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Assessing Spline-Based Multi-resolution 2D-3D Image Registration for Practical Use in Surgical Guidance.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004


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